CODEWITHSUNDEEP
pythonscalaflops
SkyWalker
SkyWalker

Reputation: 14317

Is there a Pythonic implicits provision like in Scala? i.e. for FLOP counting

For an existing Python project, I need to introduce the "cross cutting" non-functional concern of FLOP counting so I can compute the performance in GFlop per second for that application.

In Scala, I could solve this by having an implicit parameter e.g. flopTracker and have it accessible wherever needed flopTracker.count(N) adding to a total sum. Then at the end of the program do flopTracker.getTotalCount().

In Python I could use a context manager like:

with FlopTracker as flop_tracker:
    # call other modules having flop_tracker accessible ...
    # ...
    logger.info(f"my total flop count is {flop_tracker.get_total_count()}")

What's the Pythonic way to do this? how can I have any module "see" this flop_tracker when available and ideally in a decoupled fashion?

Upvotes: 1

Views: 405

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